{"id":1714,"date":"2020-05-25T02:57:19","date_gmt":"2020-05-25T02:57:19","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=1714"},"modified":"2020-07-01T16:42:37","modified_gmt":"2020-07-01T16:42:37","slug":"tidyx-episode-11-time-series-plots","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-episode-11-time-series-plots\/","title":{"rendered":"TidyX Episode 11: Time Series Plots"},"content":{"rendered":"<p>This week, <a href=\"https:\/\/twitter.com\/ellis_hughes\"><span style=\"color: #0000ff;\"><strong><span style=\"color: #0000ff;\">Ellis Hughes<\/span><\/strong><\/span><\/a> and I use pro beach volleyball data, provided by <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/rfordatascience\/tidytuesday\">TidyTuesday<\/a><\/strong><\/span>, to visualize winning percentage for different teams over time. We then show a simple Bayes adjustment for winning percentage when teams have small sample sizes (<strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/estimating-true-performance\/\">similar to what I discussed in an older blog article<\/a><\/span><\/strong>). Finally, we plot distributions of winning percentage to compare different teams. But before that, we go over code from <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ekholm_e\">Eric Ekholm<\/a><\/strong><\/span>, who produced a really cool plot of the performance metrics of Kerri Walsh-Jennings and Misty May-Treanor across their respective careers.<\/p>\n<p>To watch the screen cast, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=IttKxG1wgCw&amp;feature=emb_logo\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p>For our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/tree\/master\/TidyTuesday_Explained\/011-Time_Series_with_Volleyball\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, Ellis Hughes and I use pro beach volleyball data, provided by TidyTuesday, to visualize winning percentage for different teams over time. We then show a simple Bayes adjustment for winning percentage when teams have small sample sizes (similar to what I discussed in an older blog article). Finally, we plot distributions of winning [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-1714","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1714","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/comments?post=1714"}],"version-history":[{"count":1,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1714\/revisions"}],"predecessor-version":[{"id":1715,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1714\/revisions\/1715"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=1714"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=1714"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=1714"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}